Capabilities

The Meta Agent provides powerful capabilities that enable natural language interaction with the entire Kubiya platform.

Intelligent Task Routing

The Meta Agent understands your intent and routes requests to the appropriate resources:

"Deploy the authentication service to staging"

The Meta Agent:

Identifies the DevOps team/agent best suited for deployments
Checks environment availability and worker capacity
Creates and executes the task with proper context
Streams results back to you

How Routing Works

Request Type	Routed To
Deployment tasks	DevOps agents/teams
Security scans	Security agents
Database operations	DBA agents
Infrastructure queries	Context Graph
Historical questions	Cognitive Memory

Context Graph Exploration

The Meta Agent is your primary interface for exploring the Context Graph. Query your infrastructure without writing Cypher:

"What services depend on the user-auth database?"

The Meta Agent:

Scans graph nodes for relevant entities
Traces relationships and dependencies
Returns structured, actionable results
Understands natural language queries about any ingested data

Example Queries

Query Type	Example
Dependencies	”What depends on the payments service?”
Resource discovery	”List all EC2 instances in production”
Permission analysis	”Who has access to the customer-data S3 bucket?”
Relationship mapping	”Show me the IAM roles attached to our Lambda functions”
Impact assessment	”What would be affected if we deprecated the auth-v1 API?”

When to use Graph Explorer vs Meta Agent:

Use the Meta Agent for interactive exploration, asking questions, and getting insights
Use the Graph Explorer for visual analysis when you need to see the topology spatially

Cognitive Memory Access

Tap into organizational knowledge across all agents and teams:

"What did we learn from the last production outage?"

The Meta Agent queries the cognitive memory system, which aggregates learnings from all agents operating in your environments.

Memory Use Cases

Use Case	Example Query
Incident history	”What happened during similar incidents?”
Runbook lookup	”Find the database failover runbook”
Decision context	”Why did we choose Kubernetes?”
Best practices	”What are our Python coding standards?”

Cross-Resource Coordination

Orchestrate complex operations spanning multiple platform resources:

"Create a new project for Q1 cost optimization, assign the FinOps team,
and schedule weekly cloud spend analysis"

This single request triggers:

Project creation with defined goals
Team assignment with proper permissions
Background job scheduling with recurring execution

Multi-Step Operations

The Meta Agent can coordinate:

Sequential tasks - Operations that must happen in order
Parallel execution - Independent tasks running simultaneously
Conditional logic - Different paths based on results
Error handling - Graceful recovery from failures

Platform Management

Agent Operations

"List all agents that have shell access"
"Create a new agent for database migrations with PostgreSQL skills"
"Execute the DevOps agent to check Kubernetes cluster health"

Team Coordination

"Show me all teams and their member agents"
"Create a Platform Engineering team with DevOps and SRE agents"
"Which teams have access to the production environment?"

Environment Management

"List all environments and their configurations"
"Create a staging environment with limited AWS access"
"What secrets are available in the production environment?"

Execution Monitoring

"Show me all failed executions from the last 24 hours"
"What's the status of execution abc123?"
"Cancel all running executions for the backup agent"

Usage Patterns by Role

For Business Users

Ask questions without technical knowledge:

"How many deployments happened this week?"
"What's the status of our cloud cost reduction project?"
"Show me any security issues that need attention"

For Developers

Interact with platform resources naturally:

"List all agents that have shell access"
"Execute the DevOps agent to check our Kubernetes cluster health"
"Create an agent for database migrations with PostgreSQL skills"

For Data Engineers

Explore infrastructure relationships:

"Map all data pipelines connected to the analytics warehouse"
"What resources are in our AWS us-east-1 region?"
"Show me the dependency tree for our ETL jobs"

For Platform Engineers

Coordinate and manage platform resources:

"What workers are connected to the production queue?"
"Show me all failed executions from the last 24 hours"
"Which teams have access to the production environment?"

Understanding Responses

Meta Agent responses include:

Reasoning Process - Transparent display of how the request was interpreted
Tool Calls - Visual indicators showing which MCP tools were invoked
Visual/JSON Toggle - Switch between formatted and raw data views
Structured Results - Organized output with clear sections
Recommendations - Actionable next steps based on findings
Follow-up Options - Suggested queries to explore further

What’s Next

Examples - See real-world walkthroughs
Chat Interface - Master the UI controls
Built-in Tools - Reference for all tools

Introduction

Quick Start

Web Interface

Core Concepts

Infrastructure

Intelligent Task Routing

How Routing Works

Context Graph Exploration

Example Queries

Cognitive Memory Access

Memory Use Cases

Cross-Resource Coordination

Multi-Step Operations

Platform Management

Agent Operations

Team Coordination

Environment Management

Execution Monitoring

Usage Patterns by Role

For Business Users

For Developers

For Data Engineers

For Platform Engineers

Understanding Responses

What’s Next

​Intelligent Task Routing

​How Routing Works

​Context Graph Exploration

​Example Queries

​Cognitive Memory Access

​Memory Use Cases

​Cross-Resource Coordination

​Multi-Step Operations

​Platform Management

​Agent Operations

​Team Coordination

​Environment Management

​Execution Monitoring

​Usage Patterns by Role

​For Business Users

​For Developers

​For Data Engineers

​For Platform Engineers

​Understanding Responses

​What’s Next

Intelligent Task Routing

How Routing Works

Context Graph Exploration

Example Queries

Cognitive Memory Access

Memory Use Cases

Cross-Resource Coordination

Multi-Step Operations

Platform Management

Agent Operations

Team Coordination

Environment Management

Execution Monitoring

Usage Patterns by Role

For Business Users

For Developers

For Data Engineers

For Platform Engineers

Understanding Responses

What’s Next